Exploring the conformance space (extended abstract)

Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

Standard

Exploring the conformance space (extended abstract). / Burattin, Andrea; Gianola, Alessandro; López, Hugo A.; Montali, Marco.

Proceedings of the 1st Italian Forum on Business Process Management (ITBPM 2021), Rome, Italy, September 10th, 2021. red. / Andrea Marrella Marrella; Daniele Theseider Dupré. CEUR, 2021. s. 62-67 (CEUR Workshop Proceedings, Bind 2952).

Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

Harvard

Burattin, A, Gianola, A, López, HA & Montali, M 2021, Exploring the conformance space (extended abstract). i AM Marrella & DT Dupré (red), Proceedings of the 1st Italian Forum on Business Process Management (ITBPM 2021), Rome, Italy, September 10th, 2021. CEUR, CEUR Workshop Proceedings, bind 2952, s. 62-67, 1st Italian Forum on Business Process Management, ITBPM 2021, Rome, Italien, 10/09/2021.

APA

Burattin, A., Gianola, A., López, H. A., & Montali, M. (2021). Exploring the conformance space (extended abstract). I A. M. Marrella, & D. T. Dupré (red.), Proceedings of the 1st Italian Forum on Business Process Management (ITBPM 2021), Rome, Italy, September 10th, 2021 (s. 62-67). CEUR. CEUR Workshop Proceedings Bind 2952

Vancouver

Burattin A, Gianola A, López HA, Montali M. Exploring the conformance space (extended abstract). I Marrella AM, Dupré DT, red., Proceedings of the 1st Italian Forum on Business Process Management (ITBPM 2021), Rome, Italy, September 10th, 2021. CEUR. 2021. s. 62-67. (CEUR Workshop Proceedings, Bind 2952).

Author

Burattin, Andrea ; Gianola, Alessandro ; López, Hugo A. ; Montali, Marco. / Exploring the conformance space (extended abstract). Proceedings of the 1st Italian Forum on Business Process Management (ITBPM 2021), Rome, Italy, September 10th, 2021. red. / Andrea Marrella Marrella ; Daniele Theseider Dupré. CEUR, 2021. s. 62-67 (CEUR Workshop Proceedings, Bind 2952).

Bibtex

@inproceedings{cf06f7417487493c8dad45e7649b7d66,

title = "Exploring the conformance space (extended abstract)",

abstract = "In this paper we highlight a yet unexplored dimension in BPM in general, and conformance checking, in particular. While a breadth of research has focused in differentiating conforming versus nonconforming process executions, little it is known about the difference between different conforming traces. This is of particular importance in the light of the fact that not all conforming executions are equal: some achieve the intended outcome better than others. In this position paper, we demonstrate why existing model-driven and data-driven techniques are not enough to attack the problem in its full generality, and that novel methods to combine them in ways that have not yet been explored are essential within BPM.",

keywords = "Faculty of Science, Business Process Management, Conformance checking, Artificial Intelligence",

author = "Andrea Burattin and Alessandro Gianola and L{\'o}pez, {Hugo A.} and Marco Montali",

year = "2021",

language = "English",

series = "CEUR Workshop Proceedings",

publisher = "CEUR",

pages = "62--67",

editor = "Marrella, {Andrea Marrella} and Dupr{\'e}, {Daniele Theseider }",

booktitle = "Proceedings of the 1st Italian Forum on Business Process Management (ITBPM 2021), Rome, Italy, September 10th, 2021",

}

RIS

TY - GEN

T1 - Exploring the conformance space (extended abstract)

AU - Burattin, Andrea

AU - Gianola, Alessandro

AU - López, Hugo A.

AU - Montali, Marco

PY - 2021

Y1 - 2021

N2 - In this paper we highlight a yet unexplored dimension in BPM in general, and conformance checking, in particular. While a breadth of research has focused in differentiating conforming versus nonconforming process executions, little it is known about the difference between different conforming traces. This is of particular importance in the light of the fact that not all conforming executions are equal: some achieve the intended outcome better than others. In this position paper, we demonstrate why existing model-driven and data-driven techniques are not enough to attack the problem in its full generality, and that novel methods to combine them in ways that have not yet been explored are essential within BPM.

AB - In this paper we highlight a yet unexplored dimension in BPM in general, and conformance checking, in particular. While a breadth of research has focused in differentiating conforming versus nonconforming process executions, little it is known about the difference between different conforming traces. This is of particular importance in the light of the fact that not all conforming executions are equal: some achieve the intended outcome better than others. In this position paper, we demonstrate why existing model-driven and data-driven techniques are not enough to attack the problem in its full generality, and that novel methods to combine them in ways that have not yet been explored are essential within BPM.

KW - Faculty of Science

KW - Business Process Management

KW - Conformance checking

KW - Artificial Intelligence

UR - http://www.scopus.com/inward/record.url?scp=85116040383&partnerID=8YFLogxK

M3 - Article in proceedings

AN - SCOPUS:85116040383

T3 - CEUR Workshop Proceedings

SP - 62

EP - 67

BT - Proceedings of the 1st Italian Forum on Business Process Management (ITBPM 2021), Rome, Italy, September 10th, 2021

A2 - Marrella, Andrea Marrella

A2 - Dupré, Daniele Theseider

PB - CEUR

T2 - 1st Italian Forum on Business Process Management, ITBPM 2021

Y2 - 10 September 2021

ER -

ID: 282674950

Datalogisk Institut